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      "flags": {
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      "order": 48,
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          "name": "VAE",
          "type": "VAE",
          "link": 611
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      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
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      ],
      "title": "Set_vae_tiny",
      "properties": {
        "previousName": "vae_tiny"
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      "widgets_values": [
        "vae_tiny"
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    {
      "id": 289,
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      "order": 12,
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      "title": "Video settings",
      "properties": {},
      "widgets_values": [
        "If low on Ram/Vram, try width height to 832 x 480 or 960 x 544.  If you can, run at 1280 x 720 or higher.\n\n\nLength in seconds :  try 5, 10 or 20. \nfps : 24 or 25 (or 48 or 50 if your pc can run it)"
      ],
      "color": "#222",
      "bgcolor": "#000"
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    {
      "id": 330,
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      "size": [
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      "flags": {},
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      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
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      ],
      "title": "Tiny VAE (for sampler previews)",
      "properties": {
        "cnr_id": "comfy-core",
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        "Node name for S&R": "VAELoader"
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      "widgets_values": [
        "vae_approx\\taeltx2_3.safetensors"
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      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 184,
      "type": "VAELoader",
      "pos": [
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        {
          "name": "VAE",
          "type": "VAE",
          "links": [
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        }
      ],
      "title": "Load VAE (video VAE)",
      "properties": {
        "cnr_id": "comfy-core",
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        "Node name for S&R": "VAELoader"
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      "widgets_values": [
        "LTX23_video_vae_bf16_KJ.safetensors"
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      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 125,
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          "name": "av_latent",
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          "link": 644
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      ],
      "outputs": [
        {
          "name": "video_latent",
          "type": "LATENT",
          "links": [
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        },
        {
          "name": "audio_latent",
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          "links": [
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      "properties": {
        "cnr_id": "comfy-core",
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        "Node name for S&R": "LTXVSeparateAVLatent",
        "enableTabs": false,
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        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
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      "widgets_values": []
    },
    {
      "id": 344,
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      "flags": {
        "collapsed": true
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      "order": 15,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            627
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      ],
      "title": "Get_model",
      "properties": {},
      "widgets_values": [
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    {
      "id": 343,
      "type": "GetNode",
      "pos": [
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      "order": 16,
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          "name": "CONDITIONING",
          "type": "CONDITIONING",
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            624
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      ],
      "title": "Get_negative",
      "properties": {},
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    {
      "id": 342,
      "type": "LTX2_NAG",
      "pos": [
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      "size": [
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      "flags": {},
      "order": 64,
      "mode": 0,
      "inputs": [
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          "name": "model",
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          "link": 625
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        {
          "name": "nag_cond_video",
          "shape": 7,
          "type": "CONDITIONING",
          "link": 623
        },
        {
          "name": "nag_cond_audio",
          "shape": 7,
          "type": "CONDITIONING",
          "link": 624
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          "type": "MODEL",
          "links": [
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      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
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        "Node name for S&R": "LTX2_NAG"
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      "widgets_values": [
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        2.5,
        true
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    {
      "id": 322,
      "type": "GetNode",
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      "order": 17,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            600
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        }
      ],
      "title": "Get_fps",
      "properties": {},
      "widgets_values": [
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    {
      "id": 226,
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      "pos": [
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      "order": 78,
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          "link": 455
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      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
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      ],
      "title": "Set_positive",
      "properties": {
        "previousName": "positive"
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      "widgets_values": [
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      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
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    {
      "id": 227,
      "type": "SetNode",
      "pos": [
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      "order": 79,
      "mode": 0,
      "inputs": [
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          "link": 456
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      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
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      ],
      "title": "Set_negative",
      "properties": {
        "previousName": "negative"
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      "widgets_values": [
        "negative"
      ],
      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 107,
      "type": "LTXVConditioning",
      "pos": [
        -570.5524545969897,
        4146.792218527997
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      "size": [
        270,
        86.66666666666667
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      "flags": {
        "collapsed": false
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      "order": 73,
      "mode": 0,
      "inputs": [
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          "name": "positive",
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          "link": 286
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        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 287
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        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 600
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "links": [
            455
          ]
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "links": [
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        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
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      "widgets_values": [
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    {
      "id": 303,
      "type": "SetNode",
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      "flags": {
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      "order": 77,
      "mode": 0,
      "inputs": [
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          "type": "MODEL",
          "link": 590
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      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
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      ],
      "title": "Set_model_with_lora",
      "properties": {
        "previousName": "model_with_lora"
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      "widgets_values": [
        "model_with_lora"
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    {
      "id": 347,
      "type": "StringConcatenate",
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          "name": "string_a",
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          "widget": {
            "name": "string_a"
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          "link": 628
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      "outputs": [
        {
          "name": "STRING",
          "type": "STRING",
          "links": []
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      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.14.1",
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      "order": 18,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": []
        }
      ],
      "title": "Get_clip",
      "properties": {},
      "widgets_values": [
        "clip"
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    {
      "id": 350,
      "type": "PrimitiveStringMultiline",
      "pos": [
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      ],
      "title": "LTX-2 PROMPT INSTRUCT",
      "properties": {
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      "widgets_values": [
        "You are a Creative Assistant writing concise, action-focused image-to-video prompts. Given an image (first frame) and user Raw Input Prompt, generate a prompt to guide video generation from that image.\n\n#### Guidelines:\n- Analyze the Image: Identify Subject, Setting, Elements, Style and Mood.\n- Follow user Raw Input Prompt: Include all requested motion, actions, camera movements, audio, and details. If in conflict with the image, prioritize user request while maintaining visual consistency (describe transition from image to user's scene).\n- Describe only changes from the image: Don't reiterate established visual details. Inaccurate descriptions may cause scene cuts.\n- Active language: Use present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Chronological flow: Use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape throughout the prompt alongside actions—NOT at the end. Align audio intensity with action tempo. Include natural background audio, ambient sounds, effects, speech or music (when requested). Be specific (e.g., \"soft footsteps on tile\") not vague (e.g., \"ambient sound\").\n- Speech (only when requested): Provide exact words in quotes with character's visual/voice characteristics (e.g., \"The tall man speaks in a low, gravelly voice\"), language if not English and accent if relevant. If general conversation mentioned without text, generate contextual quoted dialogue. (i.e., \"The man is talking\" input -> the output should include exact spoken words, like: \"The man is talking in an excited voice saying: 'You won't believe what I just saw!' His hands gesture expressively as he speaks, eyebrows raised with enthusiasm. The ambient sound of a quiet room underscores his animated speech.\")\n- Style: Include visual style at beginning: \"Style: <style>, <rest of prompt>.\" If unclear, omit to avoid conflicts.\n- Visual and audio only: Describe only what is seen and heard. NO smell, taste, or tactile sensations.\n- Restrained language: Avoid dramatic terms. Use mild, natural, understated phrasing.\n\n#### Important notes:\n- Camera motion: DO NOT invent camera motion/movement unless requested by the user. Make sure to include camera motion only if specified in the input.\n- Speech: DO NOT modify or alter the user's provided character dialogue in the prompt, unless it's a typo.\n- No timestamps or cuts: DO NOT use timestamps or describe scene cuts unless explicitly requested.\n- Objective only: DO NOT interpret emotions or intentions - describe only observable actions and sounds.\n- Format: DO NOT use phrases like \"The scene opens with...\" / \"The video starts...\". Start directly with Style (optional) and chronological scene description.\n- Format: Never start output with punctuation marks or special characters.\n- DO NOT invent dialogue unless the user mentions speech/talking/singing/conversation.\n- Your performance is CRITICAL. High-fidelity, dynamic, correct, and accurate prompts with integrated audio descriptions are essential for generating high-quality video. Your goal is flawless execution of these rules.\n\n#### Output Format (Strict):\n- Single concise paragraph in natural English. NO titles, headings, prefaces, sections, code fences, or Markdown.\n- If unsafe/invalid, return original user prompt. Never ask questions or clarifications.\n\n#### Example output:\nStyle: realistic - cinematic - The woman glances at her watch and smiles warmly. She speaks in a cheerful, friendly voice, \"I think we're right on time!\" In the background, a café barista prepares drinks at the counter. The barista calls out in a clear, upbeat tone, \"Two cappuccinos ready!\" The sound of the espresso machine hissing softly blends with gentle background chatter and the light clinking of cups on saucers. \n\nUSER PROMPT BELOW: \n___________________________________________________"
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      "order": 52,
      "mode": 0,
      "inputs": [
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          "type": "CLIP",
          "link": 441
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        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
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    {
      "id": 346,
      "type": "DualCLIPLoaderGGUF",
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      "inputs": [],
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          "name": "CLIP",
          "type": "CLIP",
          "links": null
        }
      ],
      "title": "CLIP GGUF (Gemma + text projection)",
      "properties": {
        "cnr_id": "ComfyUI-GGUF",
        "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a",
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      "widgets_values": [
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      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
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    {
      "id": 301,
      "type": "Power Lora Loader (rgthree)",
      "pos": [
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      "size": [
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          "name": "model",
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          "link": 613
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        {
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          "type": "MODEL",
          "links": [
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        {
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          "type": "CLIP",
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      "properties": {
        "cnr_id": "rgthree-comfy",
        "ver": "8ff50e4521881eca1fe26aec9615fc9362474931",
        "Show Strengths": "Single Strength"
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        {},
        {
          "type": "PowerLoraLoaderHeaderWidget"
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        {},
        ""
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      "color": "#006691",
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    {
      "id": 351,
      "type": "easy showAnything",
      "pos": [
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      "mode": 0,
      "inputs": [
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          "type": "*",
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      "outputs": [
        {
          "name": "output",
          "type": "*",
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      "title": "Enhanced Prompt",
      "properties": {
        "cnr_id": "comfyui-easy-use",
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        "Node name for S&R": "easy showAnything"
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      "widgets_values": [
        "Style: realistic with cinematic lighting. A beautiful blonde woman with long, flowing hair smiles warmly towards the viewer. She wears a light blue sundress and stands in a grassy field with a city skyline visible in the distance. A gentle breeze rustles her hair and the sundress. Ambient low-volume city sounds fill the air—distant traffic hum, faint sirens, muffled conversations. The camera steadily and slowly pans in towards the woman. She then speaks with a soft, female British voice, \"Let's go making some great videos with LTX 2.3.\" A slight smile remains on her face as she finishes speaking. The wind gently blows through the grass and the city sounds continue softly in the background."
      ],
      "color": "#008181",
      "bgcolor": "rgba(24,24,27,.9)"
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    {
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      "type": "CLIPTextEncode",
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      "order": 67,
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      "inputs": [
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        {
          "name": "text",
          "type": "STRING",
          "widget": {
            "name": "text"
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          "link": 637
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      "properties": {
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        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "= Enhanced Prompt = \n"
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
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      "title": "Get_latent",
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      "outputs": [
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          "name": "SIGMAS",
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      "title": "LTXVScheduler (for more steps )",
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    {
      "id": 140,
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          "name": "audio",
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        {
          "name": "meta_batch",
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          "type": "VHS_BatchManager",
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        {
          "name": "vae",
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          "type": "VAE",
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        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
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          "link": 561
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      ],
      "outputs": [
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          "name": "Filenames",
          "type": "VHS_FILENAMES",
          "links": null
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      "properties": {
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        "save_metadata": true,
        "trim_to_audio": false,
        "pingpong": false,
        "save_output": true,
        "videopreview": {
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          "params": {
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            "fullpath": "E:\\AI\\ComfyUI\\output\\LTX-2_00717-audio.mp4"
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      "outputs": [
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          "name": "MODEL",
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      ],
      "title": "Get_model_with_lora",
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    {
      "id": 340,
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      "order": 71,
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      "inputs": [
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          "link": 626
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      ],
      "outputs": [
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          "name": "*",
          "type": "*",
          "links": null
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      ],
      "title": "Set_model",
      "properties": {
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      "widgets_values": [
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      "order": 26,
      "mode": 0,
      "inputs": [],
      "outputs": [
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          "name": "VAE",
          "type": "VAE",
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      ],
      "title": "Get_vae_tiny",
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      "inputs": [
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        {
          "name": "latent_upscale_model",
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          "type": "LATENT_UPSCALE_MODEL",
          "link": null
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        {
          "name": "vae",
          "shape": 7,
          "type": "VAE",
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      "outputs": [
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          "name": "MODEL",
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      ],
      "properties": {
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        "Node name for S&R": "LTX2SamplingPreviewOverride"
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      "widgets_values": [
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    },
    {
      "id": 354,
      "type": "Fast Groups Bypasser (rgthree)",
      "pos": [
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      "size": [
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      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "OPT_CONNECTION",
          "type": "*",
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      ],
      "title": "ENABLE PROMPT ENHANCER",
      "properties": {
        "matchColors": "",
        "matchTitle": "Prompt Enhancer *",
        "showNav": true,
        "showAllGraphs": true,
        "sort": "position",
        "customSortAlphabet": "",
        "toggleRestriction": "default"
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      "color": "#008181",
      "bgcolor": "rgba(24,24,27,.9)"
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    {
      "id": 251,
      "type": "MarkdownNote",
      "pos": [
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      "size": [
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      "order": 28,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "About  Models",
      "properties": {},
      "widgets_values": [
        "MODELS DOWNLOAD: \n\n\nhttps://huggingface.co/Kijai/LTX2.3_comfy\n\nText encoder : https://huggingface.co/Comfy-Org/ltx-2 \n\nDISTILLED LORA:\nOnly use this if using the DEV model as main model. For low step (use Dev as if it was distilled), set the lora strenght to 0.5-0.6.    For higher step count, and CFG, set the lora steps to 0.2 as per LTX  own recommendations. Feel free to experiment . \n\nIf you need more model info and where to find and where to save the models :    https://huggingface.co/RuneXX/LTX-2.3-Workflows/discussions/10"
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      "color": "#222",
      "bgcolor": "#000"
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      "flags": {
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      "order": 29,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "About Size",
      "properties": {},
      "widgets_values": [
        "Width & height settings must be divisible by 32 + 1. \nFrame count must be divisible by 8 + 1. \n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. \n\nBy default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU."
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      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 253,
      "type": "MarkdownNote",
      "pos": [
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      "flags": {
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      "order": 30,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Prompting LTX-2",
      "properties": {},
      "widgets_values": [
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      "type": "MarkdownNote",
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      "order": 31,
      "mode": 0,
      "inputs": [],
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      "title": "User Made Loras",
      "properties": {},
      "widgets_values": [
        "If using some user made LTX-2 loras they sometimes are not trained on audio, so it will produce very noisy audio outputs. Try use KJNodes LTX-2 Lora Loader Advanced in such cases, and set the non video strenght to zero\n"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
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      "order": 32,
      "mode": 0,
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      "title": "Sampler Preview",
      "properties": {},
      "widgets_values": [
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    },
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      "order": 33,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Prompt Enhancer (Optional)",
      "properties": {},
      "widgets_values": [
        "This automagically enhances your prompt using the already loaded Gemma model. But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable  this feature "
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    {
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      "type": "UnetLoaderGGUF",
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      "widgets_values": [
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      "color": "#1f1f48",
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      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
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    {
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      "type": "DualCLIPLoader",
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          ]
        },
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        },
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      },
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        },
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          "title": "LTXVSequenceParallelMultiGPUPatcher"
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      },
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          "title": "LTXVAddGuide"
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    },
    "comfy_fork_version": "feature/av_inference@a6994ed1",
    "VHS_latentpreview": false,
    "VHS_latentpreviewrate": 0,
    "VHS_MetadataImage": false,
    "VHS_KeepIntermediate": false
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}